{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from turtle import pen\n",
    "import networkx as nx\n",
    "import random\n",
    "import math\n",
    "import matplotlib.pyplot as plt\n",
    "import time\n",
    "\n",
    "from networkx import greedy_color\n",
    "from networkx.generators.community import stochastic_block_model\n",
    "import numpy as np\n",
    "\n",
    "# 传入图和社区划分结果，计算重叠模块度\n",
    "def overlapModularityQ(G: nx.Graph, communities: list[list[int]]) -> float:\n",
    "    # start = time.time()\n",
    "    # 网络边数量\n",
    "    edge_num = G.number_of_edges()\n",
    "    \n",
    "    def delta_cv(cluster: list[int], node: int):\n",
    "        # 计算节点 v 归属于簇 c 的概率\n",
    "        degree_cv = sum([1 for n in cluster if G.has_edge(node, n)]) # 计算节点node有多少条边与cluster中节点相连\n",
    "        return 1 / (1 + math.exp(-120 * degree_cv + 60))\n",
    "    \n",
    "    def l_uv(u: int, v: int):\n",
    "        # 计算节点 u 和 v 是否相邻\n",
    "        return 1 if G.has_edge(u, v) else 0\n",
    "\n",
    "    def k_u(u: int):\n",
    "        # 计算节点 u 的度数\n",
    "        return G.degree(u)\n",
    "\n",
    "    modularity = 0\n",
    "    for cluster in communities:\n",
    "        for u in G.nodes:\n",
    "            for v in G.nodes:\n",
    "                tmp_cv = delta_cv(cluster, u) * delta_cv(cluster, v) * (l_uv(u, v) - k_u(u) * k_u(v) / (2 * edge_num))\n",
    "                modularity += 1 / (2 * edge_num) * tmp_cv\n",
    "    # print(\"Q time:\", time.time() - start)\n",
    "    return modularity\n",
    "\n",
    "def showCommunity(G: nx.Graph, communities: list[list[int]]):\n",
    "    community_map = {}\n",
    "    for idx, community in enumerate(communities):\n",
    "        for node in community:\n",
    "            community_map[node] = idx\n",
    "    color_map = [community_map[node] for node in G.nodes()]\n",
    "    pos = {}\n",
    "    radius = 1\n",
    "    angles = np.linspace(0, 2 * np.pi, len(communities), endpoint=False)\n",
    "    community_centers = radius * np.column_stack([np.cos(angles), np.sin(angles)])\n",
    "    for idx, community in enumerate(communities):\n",
    "        subgraph = G.subgraph(community)\n",
    "        community_pos = nx.spring_layout(subgraph, scale=0.5)  # scale小一些以保持社区紧凑\n",
    "        community_pos = {node: pos + community_centers[idx] for node, pos in community_pos.items()}\n",
    "        pos.update(community_pos)\n",
    "        # 在图中单独展示社区结构\n",
    "        plt.figure()  # 创建新的图形\n",
    "        nx.draw(subgraph, pos=community_pos, with_labels=True)  # 绘制子图\n",
    "        plt.show()  # 显示图形\n",
    "    plt.figure(figsize=(8, 8))\n",
    "    nx.draw(G, pos, node_color=color_map, with_labels=True, node_size=100, cmap=plt.cm.jet)\n",
    "    nx.draw_networkx_edges(G, pos, alpha=0.3)\n",
    "    plt.axis('off')  # 隐藏坐标轴\n",
    "    plt.show()\n",
    "\n",
    "def mapToListIntInt(map: dict[int, int]) -> list[list[int]]:\n",
    "    result = {}\n",
    "    for key, value in map.items():\n",
    "        if value not in result:\n",
    "            result[value] = []\n",
    "        result[value].append(key)\n",
    "    return list(result.values())\n",
    "\n",
    "def getModularityGap(path_length: int) -> float:\n",
    "    if(path_length < 20):\n",
    "        return 0.08\n",
    "    if(path_length < 50):\n",
    "        return 0.06\n",
    "    if(path_length < 80):\n",
    "        return 0.04\n",
    "    if(path_length < 100):\n",
    "        return 0.02\n",
    "    if(path_length < 120):\n",
    "        return -0.02\n",
    "    if(path_length < 150):\n",
    "        return -0.05\n",
    "    if(path_length < 200):\n",
    "        return -0.08\n",
    "    return -0.1\n",
    "    \n",
    "\n",
    "def simulated_annealing(G, initial_temp, cooling_rate, iteration_num=3000):\n",
    "    # 将每个节点赋予一个社区\n",
    "    partition = {node: i for i, node in enumerate(G.nodes)}\n",
    "    # 计算初始划分的模块度\n",
    "    modularity = nx.algorithms.community.modularity(G, [set(G.nodes)])\n",
    "    best_partition = partition\n",
    "    best_modularity = modularity\n",
    "    temp = initial_temp\n",
    "    for _ in range(iteration_num):\n",
    "        for node in G.nodes:\n",
    "            # 获取当前已有的社区列表\n",
    "            community_choices = list(set(partition.values()))\n",
    "            # 计算每个社区的节点数\n",
    "            community_sizes = {community: list(partition.values()).count(community) for community in community_choices}\n",
    "            # 随机选择一个新的社区，但是不要选择那些节点数超过16个节点的社区\n",
    "            # 从社区列表中移除节点数超过16的社区\n",
    "            community_choices = [community for community in community_choices if community_sizes[community] <= 20]\n",
    "            # 随机选择一个新的社区\n",
    "            new_community = random.choice(community_choices)\n",
    "            # 记录旧的社区\n",
    "            old_community = partition[node]\n",
    "            # 将节点移动到新的社区\n",
    "            partition[node] = new_community\n",
    "\n",
    "            # 计算节点 node 到 new_community 之间的最短路径长度\n",
    "            target_nodes = [n for n, com in partition.items() if com == new_community and n != node]\n",
    "            shortest_path_lengths = {target: nx.shortest_path_length(G, source=node, target=target, weight='weight') for target in target_nodes}\n",
    "\n",
    "            # 获取最短的shortest_path_lengths\n",
    "            shortest_path_length = min(shortest_path_lengths.values()) if len(shortest_path_lengths) != 0 else 0\n",
    "\n",
    "            # 计算新的划分的模块度\n",
    "            new_modularity = nx.algorithms.community.modularity(G, list(set([frozenset([node for node, community in partition.items() if community == com]) for com in set(partition.values())]))) + getModularityGap(shortest_path_length)\n",
    "            delta_modularity = new_modularity - modularity\n",
    "            if delta_modularity > 0 or math.exp(delta_modularity / temp) > random.random():\n",
    "                modularity = new_modularity\n",
    "                if new_modularity > best_modularity:\n",
    "                    print(\"New Modularity:\", new_modularity)\n",
    "                    best_partition = partition.copy()\n",
    "                    best_modularity = new_modularity\n",
    "            else:\n",
    "                partition[node] = old_community  # 撤回变更\n",
    "        temp *= cooling_rate\n",
    "    return best_partition, best_modularity"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "G = nx.Graph()\n",
    "\n",
    "def randomWeight() ->int :\n",
    "    return random.randint(20, 100)\n",
    "\n",
    "def randomEdgeWithNodeNum():\n",
    "    node_num = 60\n",
    "    edge_num = 200\n",
    "    G.add_nodes_from(range(1, node_num+1))\n",
    "    while G.number_of_edges() < edge_num:\n",
    "        node1 = random.choice(range(1, node_num+1))\n",
    "        node2 = random.choice(range(1, node_num+1))\n",
    "        if node1 != node2 and not G.has_edge(node1, node2):\n",
    "            G.add_edge(node1, node2, weight=randomWeight())\n",
    "    for node in G.nodes:\n",
    "        if G.degree(node) == 0:\n",
    "            random_node = random.choice(range(node_num))\n",
    "            G.add_edge(node, random_node, weight=randomWeight())\n",
    "\n",
    "def addEdgeWithCertain():\n",
    "    G.add_weighted_edges_from([(1,3,20),(1,4,43),(2,3,37),(2,4,41),(4,5,29),(4,6,21),(5,7,33),(6,7,23)])\n",
    "\n",
    "def addGWithClusterShape():\n",
    "    sizes = [15, 15, 15, 15]  # n个簇的节点数\n",
    "    p_intra = 0.3  # 簇内的节点之间的连边概率\n",
    "    p_inter = 0.05  # 簇间的节点之间的连边概率\n",
    "    p_matrix = [[p_intra if i == j else p_inter for j in range(len(sizes))] for i in range(len(sizes))]\n",
    "    G.add_edges_from(stochastic_block_model(sizes, p_matrix, seed=0).edges())\n",
    "    # 为G的每条边分配随机的权重\n",
    "    for u, v in G.edges:\n",
    "        G[u][v]['weight'] = randomWeight()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "addGWithClusterShape()\n",
    "# randomEdgeWithNodeNum()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 800x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 可视化G\n",
    "plt.figure(figsize=(8, 8))\n",
    "nx.draw(G, with_labels=True, node_size=100)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "New Modularity: 0.019902701248388922\n",
      "New Modularity: 0.02052344461443058\n",
      "New Modularity: 0.05322910455618854\n",
      "New Modularity: 0.058684301344554206\n",
      "New Modularity: 0.06252682650666162\n",
      "New Modularity: 0.06583246061742054\n",
      "New Modularity: 0.08706474841173659\n",
      "New Modularity: 0.09197475601487937\n",
      "New Modularity: 0.09735790638857876\n",
      "New Modularity: 0.10374417646688608\n",
      "New Modularity: 0.1044919093194725\n",
      "New Modularity: 0.10935669776030922\n",
      "New Modularity: 0.10954247812344056\n",
      "New Modularity: 0.11482923651501047\n",
      "New Modularity: 0.12545463005743968\n",
      "New Modularity: 0.13019760117712995\n",
      "New Modularity: 0.1324867586301935\n",
      "New Modularity: 0.13252518298697624\n",
      "New Modularity: 0.137326712325294\n",
      "New Modularity: 0.15063972288647395\n",
      "New Modularity: 0.15335151247061576\n",
      "New Modularity: 0.154568474667575\n",
      "New Modularity: 0.16811313500336011\n",
      "New Modularity: 0.17078831376968234\n",
      "New Modularity: 0.17594946669128464\n",
      "New Modularity: 0.19080167072276985\n",
      "New Modularity: 0.19960440391688622\n",
      "New Modularity: 0.20183365492827723\n",
      "New Modularity: 0.21159372789935815\n",
      "New Modularity: 0.2120575166268414\n",
      "New Modularity: 0.2188502103317434\n",
      "New Modularity: 0.23413902983420737\n",
      "New Modularity: 0.23516957931563362\n",
      "New Modularity: 0.23852015220602996\n",
      "New Modularity: 0.24910993118395164\n",
      "New Modularity: 0.2505662506961096\n",
      "New Modularity: 0.2586758600365512\n",
      "New Modularity: 0.2760142112253886\n",
      "New Modularity: 0.29179739906298496\n",
      "New Modularity: 0.3041503734011104\n",
      "New Modularity: 0.31203012860914386\n",
      "New Modularity: 0.31277456249118213\n",
      "New Modularity: 0.33119427208035884\n",
      "New Modularity: 0.3357421505529653\n",
      "New Modularity: 0.3568002252606291\n",
      "New Modularity: 0.3584862795934213\n",
      "New Modularity: 0.3606185003046925\n",
      "New Modularity: 0.3611093966672046\n",
      "New Modularity: 0.3614546849408557\n",
      "New Modularity: 0.36832769336635485\n",
      "New Modularity: 0.3728128556050136\n",
      "New Modularity: 0.3751721146908289\n",
      "New Modularity: 0.37626393673373876\n",
      "New Modularity: 0.37631049218791246\n",
      "New Modularity: 0.3903370766408128\n",
      "New Modularity: 0.3971654743940528\n",
      "New Modularity: 0.3993187357366503\n",
      "New Modularity: 0.40118665700639006\n",
      "New Modularity: 0.4027973003324921\n",
      "New Modularity: 0.40633846185050776\n",
      "New Modularity: 0.414983315739818\n",
      "New Modularity: 0.4151421912979361\n",
      "New Modularity: 0.4219333458809548\n",
      "New Modularity: 0.42340156674255885\n",
      "New Modularity: 0.42484063973780045\n",
      "New Modularity: 0.4322362277673695\n",
      "New Modularity: 0.4376277478620076\n",
      "New Modularity: 0.43880936394595055\n",
      "New Modularity: 0.43890205726308934\n",
      "New Modularity: 0.44242526832472245\n"
     ]
    }
   ],
   "source": [
    "initial_temp = 1.0\n",
    "cooling_rate = 0.99\n",
    "best_partition, best_modularity = simulated_annealing(G, initial_temp, cooling_rate)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Best Partition: {0: 49, 4: 49, 13: 58, 19: 58, 40: 49, 1: 49, 3: 38, 26: 39, 35: 49, 31: 49, 2: 38, 8: 38, 11: 38, 15: 58, 55: 38, 5: 38, 7: 58, 41: 49, 56: 39, 46: 38, 48: 38, 6: 58, 9: 58, 23: 39, 10: 38, 16: 39, 47: 38, 49: 39, 12: 39, 17: 39, 28: 39, 14: 58, 21: 58, 32: 49, 22: 39, 24: 39, 29: 39, 52: 39, 51: 39, 53: 39, 27: 39, 18: 58, 39: 49, 20: 39, 33: 49, 42: 49, 57: 39, 37: 49, 58: 39, 25: 39, 30: 49, 34: 38, 36: 49, 38: 49, 44: 49, 43: 49, 54: 38, 50: 39, 45: 39, 59: 38}\n",
      "Best Modularity: 0.44242526832472245\n",
      "[[0, 4, 40, 1, 35, 31, 41, 32, 39, 33, 42, 37, 30, 36, 38, 44, 43], [13, 19, 15, 7, 6, 9, 14, 21, 18], [3, 2, 8, 11, 55, 5, 46, 48, 10, 47, 34, 54, 59], [26, 56, 23, 16, 49, 12, 17, 28, 22, 24, 29, 52, 51, 53, 27, 20, 57, 58, 25, 50, 45]]\n",
      "overlapModularityQ: 0.2312989467998905\n"
     ]
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 800x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "print(\"Best Partition:\", best_partition)\n",
    "print(\"Best Modularity:\", best_modularity)\n",
    "\n",
    "print(mapToListIntInt(best_partition))\n",
    "print(\"overlapModularityQ:\", overlapModularityQ(G, mapToListIntInt(best_partition)))\n",
    "\n",
    "showCommunity(G, mapToListIntInt(best_partition))"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.13"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
